Samira Sadaoui

Orcid: 0000-0002-9887-1570

Affiliations:
  • University of Regina, Canada


According to our database1, Samira Sadaoui authored at least 102 papers between 1996 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Dimensionality Reduction of Service Monitoring Time-Series: An Industrial Use Case.
SN Comput. Sci., 2023

Detection of Real Concept Drift Under Noisy Data Stream.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Feature Selection Using Evolutionary Techniques.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Biogeography-based optimization for feature selection.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

A Novel Probabilistic Approach for Detecting Concept Drift in Streaming Data.
Proceedings of the Deep Learning Theory and Applications - 4th International Conference, 2023

2022
Adaptive Learning for Service Monitoring Data.
CoRR, 2022

Training and Testing Cascades for Imbalanced Data Classification.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

Portfolio Selection for SAT Instances.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

A Deep Averaged Reinforcement Learning Approach for the Traveling Salesman Problem.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

A Feistel Network-based Prefix-Preserving Anonymization Approach, Applied To Network Traces.
Proceedings of the 19th Annual International Conference on Privacy, Security & Trust, 2022

Incremental Feature Learning for Fraud Data Stream.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

Whale Optimization-based Prediction for Medical Diagnostic.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

Clustering Quality of a High-dimensional Service Monitoring Time-series Dataset.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

An Ensemble-based Dimensionality Reduction for Service Monitoring Time-series.
Proceedings of the 3rd International Conference on Deep Learning Theory and Applications, 2022

2021
Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE).
Comput. Sci. Rev., 2021

Incremental Feature Learning For Infinite Data.
CoRR, 2021

Optimizing Neural Network Weights using Nature-Inspired Algorithms.
CoRR, 2021

Incremental learning framework for real-world fraud detection environment.
Comput. Intell., 2021

Semi-Supervised Self-Training of Hate and Offensive Speech from Social Media.
Appl. Artif. Intell., 2021

Semi-Supervised Self-Learning for Arabic Hate Speech Detection.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Incremental Feature Learning Using Constructive Neural Networks.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Ensemble-based Semi-Supervised Learning for Hate Speech Detection.
Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

RM3: A Risk Management Framework For IT Project Success.
Proceedings of the CSSE 2021: 2021 4th International Conference on Computer Science and Software Engineering, Singapore, October 22, 2021

A New Optimization Approach for Task Scheduling Problem Using Water Cycle Algorithm in Mobile Cloud Computing.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

Incremental Learning with Self-labeling of Incoming High-dimensional Data.
Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

2020
Hate and offensive speech detection on Arabic social media.
Online Soc. Networks Media, 2020

Detection of Auction Fraud in Commercial Sites.
J. Theor. Appl. Electron. Commer. Res., 2020

A Novel Nature-Inspired Technique Based on Mushroom Reproduction for Constraint Solving and Optimization.
Int. J. Comput. Intell. Appl., 2020

Effect of Word Embedding Models on Hate and Offensive Speech Detection.
CoRR, 2020

Semi-supervised Classification of Fraud Data in Commercial Auctions.
Appl. Artif. Intell., 2020

Incremental Neural-Network Learning for Big Fraud Data.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Deep Learning Ensembles for Hate Speech Detection.
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Cost-Sensitive Semi-supervised Classification for Fraud Applications.
Proceedings of the Agents and Artificial Intelligence, 12th International Conference, 2020

Detecting Bidding Fraud using a Few Labeled Data.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Discrete Focus Group Optimization Algorithm for Solving Constraint Satisfaction Problems.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Chunk-Based Incremental Classification of Fraud Data.
Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

2019
Building High-Quality Auction Fraud Dataset.
Comput. Inf. Sci., 2019

Chaos-based Discrete Firefly Algorithm for Constraint Satisfaction Problems.
Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019

Instance-incremental Classification of Imbalanced Bidding Fraud Data.
Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019

Multi-class Ensemble Learning of Imbalanced Bidding Fraud Data.
Proceedings of the Advances in Artificial Intelligence, 2019

2018
Clustering and Labelling Auction Fraud Data.
CoRR, 2018

Scraping and Preprocessing Commercial Auction Data for Fraud Classification.
CoRR, 2018

Enhanced Firefly Algorithm Using Fuzzy Parameter Tuner.
Comput. Inf. Sci., 2018

Technological Advances in Applied Intelligence (IEA/AIE-2018).
AI Mag., 2018

Online Detection of Shill Bidding Fraud Based on Machine Learning Techniques.
Proceedings of the Recent Trends and Future Technology in Applied Intelligence, 2018

Auction Fraud Classification Based on Clustering and Sampling Techniques.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Managing Weighted Preferences with Constraints in Interactive Applications.
Proceedings of the 15th International Conference on Informatics in Control, 2018

An Analysis of IT Project Management Across Companies in an International Scenario.
Proceedings of the Systems, Software and Services Process Improvement, 2018

Discrete Firefly Algorithm: A New Metaheuristic Approach for Solving Constraint Satisfaction Problems.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Mushroom Reproduction Optimization (MRO): A Novel Nature-Inspired Evolutionary Algorithm.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Solving Constraint Satisfaction Problems Using Firefly Algorithms.
Proceedings of the Advances in Artificial Intelligence, 2018

2017
Multi-Objective Optimization in Multi-Attribute and Multi-Unit Combinatorial Reverse Auctions.
Int. J. Artif. Intell. Tools, 2017

A dynamic stage-based fraud monitoring framework of multiple live auctions.
Appl. Intell., 2017

Improving firefly algorithm performance using fuzzy logic.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Improving business decision making based on KPI management system.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Combinatorial Reverse Electricity Auctions.
Proceedings of the Advances in Artificial Intelligence, 2017

Classification of Imbalanced Auction Fraud Data.
Proceedings of the Advances in Artificial Intelligence, 2017

2016
A Multi-Attribute Auction Mechanism based on Conditional Constraints and Conditional Qualitative Preferences.
J. Theor. Appl. Electron. Commer. Res., 2016

Winner Determination in Multi-Objective Combinatorial Reverse Auctions.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

2015
An Empirical Analysis of Imbalanced Data Classification.
Comput. Inf. Sci., 2015

Integrating TCP-Nets and CSPs: The Constrained TCP-Net (CTCP-Net) Model.
Proceedings of the Current Approaches in Applied Artificial Intelligence, 2015

A Real-Time Monitoring Framework for Online Auctions Frauds.
Proceedings of the Current Approaches in Applied Artificial Intelligence, 2015

Winner Determination in Multi-attribute Combinatorial Reverse Auctions.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Evolutionary Technique for Combinatorial Reverse Auctions.
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015

2014
3N-Q: Natural Nearest Neighbor with Quality.
Comput. Inf. Sci., 2014

A trust-based service suggestion system using human plausible reasoning.
Appl. Intell., 2014

Constraint and Qualitative Preference Specification in Multi-Attribute Reverse Auctions.
Proceedings of the Modern Advances in Applied Intelligence, 2014

2013
Specifying and solving symbolic and numeric temporal constraints.
Int. J. Knowl. Based Intell. Eng. Syst., 2013

Data Mining Techniques and Preference Learning in Recommender Systems.
Comput. Inf. Sci., 2013

ScubAA: A Human Plausible Reasoning Approach to Agent Trust Management.
Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

An approach to solve winner determination in combinatorial reverse auctions using genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012
Agent Trust Management Based on Human Plausible Reasoning: Application to Web Search.
Proceedings of the 2012 International Conference on Privacy, 2012

2011
An offer evaluation system based on buyers' interests.
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Preference Elicitation and Winner Determination in Multi-Attribute Auctions.
Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011

2010
A Rough Set Approach to Agent Trust Management.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

An Interest-based Offer Evaluation System for Semantic Matchmakers.
Proceedings of the 4th International Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web, 2010

Winner Determination Based on Preference Elicitation Methods.
Proceedings of the Advances in Artificial Intelligence, 2010

2009
An Efficient LOTOS-Based Framework for Describing and Solving (Temporal) CSPs.
Int. J. Softw. Eng. Knowl. Eng., 2009

Markovian workload modeling for Enterprise Application Servers.
Proceedings of the Canadian Conference on Computer Science & Software Engineering, 2009

2008
An OCL-Based CSP Specification and Solving Tool.
Proceedings of the New Challenges in Applied Intelligence Technologies, 2008

Dynamic Semi-Markovian Workload Modeling.
Proceedings of the ICEIS 2008, 2008

An Extended Concurrency Control Service for CORBA.
Proceedings of the 19th Australian Software Engineering Conference (ASWEC 2008), 2008

2007
Solving Incremental Satisfiability.
Int. J. Artif. Intell. Tools, 2007

A Predictive Automatic Tuning Service for Object Pooling Based on Dynamic Markov Modeling.
Proceedings of the ICSOFT 2007, 2007

Multi-Language Information Searching Tool.
Proceedings of the Second International Conference on Software Engineering Advances (ICSEA 2007), 2007

2006
Generalization and Instantiation for Component Reuse.
Int. J. Softw. Eng. Knowl. Eng., 2006

Implementation of CafeOBJ Specifications to Java Code.
Proceedings of the Eighteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2006), 2006

A Novel Object Pool Service for Distributed Systems.
Proceedings of the On the Move to Meaningful Internet Systems 2006: CoopIS, 2006

2005
A Generic Formal Framework For Constructing Agent Interaction Protocols.
Int. J. Softw. Eng. Knowl. Eng., 2005

Improving Lotos Simulation Using Constraint Propagation.
Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005), 2005

2004
Assistance in the Reuse of Formal Specifications.
Int. J. Comput. Their Appl., 2004

Formal Description Techniques for CSPs and TCSPs.
Proceedings of the Sixteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2004), 2004

Specification and Verification of Agent Interaction Protocols.
Proceedings of the Sixteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2004), 2004

A New Branch and Bound Method for Incremental Satisfiability Problem.
Proceedings of the International Conference on Computational Intelligence, 2004

Systematic versus Non-systematic Methods for Solving Incremental Satisfiability.
Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Java with CREAM for Temporal Constraints.
Proceedings of the ISCA 13th International Conference on Intelligent and Adaptive Systems and Software Engineering, 2004

Generalization for component reuse.
Proceedings of the 42nd Annual Southeast Regional Conference, 2004

2003
Composition of Structured Process Specifications.
Proceedings of the 2003 Workshop on Software Composition, 2003

Software Reuse: An Overview.
Proceedings of the International Conference on Software Engineering Research and Practice, 2003

Chronological Backtracking Versus Formal Methods for Solving CSPs.
Proceedings of the International Conference on Artificial Intelligence, 2003

2000
Aide à la réutilisation de spécifications formelles en LOTOS.
PhD thesis, 2000

1996
A New Algorithm for Computing Theory Prime Implicates Compilations.
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996


  Loading...